Formation of a Confidence Absorbing Set in the Task of Wind Speed Prediction

<p>The article researches the problem of determining the set of allowable forecast wind speed vectors measured before the departure of the aircraft at which the wind speed by the time of landing will be within allowable limits with a given probability. Deviations of the wind direction and modulus from the forecast ones are supposed to be random. The case when the destination airport has two runways located at an angle to each other is considered. The problem is reduced to the problem of determining the isoquant for the probability function of a special kind. A numerical algorithm for constructing an approximation of the isoquant is proposed. Numerical examples are given, showing the dependence of the required set shape on the task parameters.</p>

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Publication Details

Journal
Modelling and Data Analysis
Published
2025-04-09
DOI
https://doi.org/10.17759/mda.2025150108
Primary Topic
Energy Load and Power Forecasting
Type
article
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article

Formation of a Confidence Absorbing Set in the Task of Wind Speed Prediction

Vitaliy Sobol, X.A. Sklezneva
Modelling and Data Analysis
Energy Load and Power Forecasting
article

Formation of a Confidence Absorbing Set in the Task of Wind Speed Prediction

Vitaliy Sobol, X.A. Sklezneva
article en

Abstract

<p>The article researches the problem of determining the set of allowable forecast wind speed vectors measured before the departure of the aircraft at which the wind speed by the time of landing will be within allowable limits with a given probability. Deviations of the wind direction and modulus from the forecast ones are supposed to be random. The case when the destination airport has two runways located at an angle to each other is considered. The problem is reduced to the problem of determining the isoquant for the probability function of a special kind. A numerical algorithm for constructing an approximation of the isoquant is proposed. Numerical examples are given, showing the dependence of the required set shape on the task parameters.</p>

Modelling and Data AnalysisVol. 15(1)
Moscow Aviation Institute (RU)
Openalex Percentile: Top 94%
Energy Load and Power Forecasting
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Formation of a Confidence Absorbing Set in the Task of Wind Speed Prediction — Vitaliy Sobol, X.A. Sklezneva · Modelling and Data Analysis (2025) | TGRS Research Map | TGRS